{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plotting\n",
    "\n",
    "Some preliminaries..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.4.10.dev42+g3af8468.d20220207'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import welly\n",
    "welly.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load a well and add deviation and a striplog\n",
    "\n",
    "Use the `from_las()` method to load a well by passing a filename as a `str`. \n",
    "\n",
    "This is really just a wrapper for `lasio` but instantiates a `Header`, `Curve`s, etc."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from welly import Well"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "w = Well.from_las('data/P-130_out.LAS')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['CALI', 'DT', 'NPHI_SAN', 'NPHI_LIM', 'NPHI_DOL', 'DPHI_LIM', 'DPHI_SAN', 'DPHI_DOL', 'M2R9', 'M2R6', 'M2R3', 'M2R2', 'M2R1', 'GR', 'SP', 'PEF', 'DRHO', 'RHOB'])"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.data.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'GR'}, xlabel='gAPI'>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "w.data['GR'].plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load a deviation survey."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(1998.17950533)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dev = np.loadtxt('data/P-130_deviation_survey.csv', delimiter=',', skiprows=1)\n",
    "w.location.add_deviation(dev[:, :3], td=2618.3)\n",
    "w.location.md2tvd(2000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Add a striplog."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 108x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from striplog import Legend, Striplog\n",
    "\n",
    "legend = Legend.builtin('NSDOE')\n",
    "strip = Striplog.from_image('data/P-130_25_2618.png', 25, 2618, legend=legend)\n",
    "strip.plot(aspect=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "w.data['strip'] = strip"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic plot\n",
    "\n",
    "We want to use a legend so we get the striplog to look right:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x864 with 7 Axes>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tracks = ['MD', 'strip', 'GR', 'RHOB', ['DT', 'DTS'], 'M2R9', 'MD']\n",
    "w.plot(tracks=tracks, legend=legend)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The legend doesn't have entries for the curves, so they are grey. \n",
    "\n",
    "Let's add some."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "curve_legend_csv = \"\"\"colour,lw,ls,xlim,xscale,curve mnemonic\n",
    "#ff0000,1.0,-,\"0,200\",linear,GR\n",
    "blue,1.0,-,,linear,RHOB\n",
    "#00ff00,1.0,--,,linear,DT\n",
    "#ffff00,1.0,--,,linear,DTS\n",
    "black,1.0,,,log,M2R9\n",
    "\"\"\"\n",
    "curve_legend = Legend.from_csv(text=curve_legend_csv)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "complete_legend = legend + curve_legend"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table><tr><th>hatch</th><th>colour</th><th>component</th><th>ls</th><th>xscale</th><th>lw</th><th>xlim</th><th>width</th><th>curve</th></tr><tr><td style=\"color:black; background-color:white\">None</td><td style=\"color:#ffffff; background-color:#666666\">#666666</td><td style=\"color:black; background-color:white\"><table><tr><td><strong>lithology</strong></td><td>mudstone</td></tr><tr><td><strong>colour</strong></td><td>grey</td></tr></table></td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">1.0</td><td style=\"color:black; background-color:white\">None</td></tr><tr><td style=\"color:black; background-color:white\">None</td><td style=\"color:#ffffff; background-color:#ff0000\">#ff0000</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">-</td><td style=\"color:black; background-color:white\">linear</td><td style=\"color:black; background-color:white\">1.0</td><td style=\"color:black; background-color:white\">0,200</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">{'mnemonic': 'gr'}</td></tr><tr><td style=\"color:black; background-color:white\">None</td><td style=\"color:#ffffff; background-color:#0000ff\">#0000ff</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">-</td><td style=\"color:black; background-color:white\">linear</td><td style=\"color:black; background-color:white\">1.0</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">{'mnemonic': 'rhob'}</td></tr><tr><td style=\"color:black; background-color:white\">None</td><td style=\"color:#000000; background-color:#00ff00\">#00ff00</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">--</td><td style=\"color:black; background-color:white\">linear</td><td style=\"color:black; background-color:white\">1.0</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">{'mnemonic': 'dt'}</td></tr><tr><td style=\"color:black; background-color:white\">None</td><td style=\"color:#000000; background-color:#ffff00\">#ffff00</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">--</td><td style=\"color:black; background-color:white\">linear</td><td style=\"color:black; background-color:white\">1.0</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">{'mnemonic': 'dts'}</td></tr><tr><td style=\"color:black; background-color:white\">None</td><td style=\"color:#ffffff; background-color:#000000\">#000000</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">log</td><td style=\"color:black; background-color:white\">1.0</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">None</td><td style=\"color:black; background-color:white\">{'mnemonic': 'm2r9'}</td></tr></table>"
      ],
      "text/plain": [
       "Legend(Decor({'_colour': '#666666', 'width': 1.0, 'component': Component({'lithology': 'mudstone', 'colour': 'grey'}), 'hatch': None})\n",
       "Decor({'_colour': '#ff0000', 'lw': 1.0, 'ls': '-', 'xlim': '0,200', 'xscale': 'linear', 'curve': Component({'mnemonic': 'gr'}), 'width': None, 'hatch': None})\n",
       "Decor({'_colour': '#0000ff', 'lw': 1.0, 'ls': '-', 'xscale': 'linear', 'curve': Component({'mnemonic': 'rhob'}), 'width': None, 'hatch': None})\n",
       "Decor({'_colour': '#00ff00', 'lw': 1.0, 'ls': '--', 'xscale': 'linear', 'curve': Component({'mnemonic': 'dt'}), 'width': None, 'hatch': None})\n",
       "Decor({'_colour': '#ffff00', 'lw': 1.0, 'ls': '--', 'xscale': 'linear', 'curve': Component({'mnemonic': 'dts'}), 'width': None, 'hatch': None})\n",
       "Decor({'_colour': '#000000', 'lw': 1.0, 'xscale': 'log', 'curve': Component({'mnemonic': 'm2r9'}), 'width': None, 'hatch': None}))"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "complete_legend[-6:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table><tr><td><strong>colour</strong></td><td style=\"color:#ffffff; background-color:#ff0000\">#ff0000</td></tr><tr><td><strong>lw</strong></td><td style=\"color:black; background-color:white\">1.0</td></tr><tr><td><strong>ls</strong></td><td style=\"color:black; background-color:white\">-</td></tr><tr><td><strong>xlim</strong></td><td style=\"color:black; background-color:white\">0,200</td></tr><tr><td><strong>xscale</strong></td><td style=\"color:black; background-color:white\">linear</td></tr><tr><td><strong>curve</strong></td><td style=\"color:black; background-color:white\">{'mnemonic': 'gr'}</td></tr><tr><td><strong>width</strong></td><td style=\"color:black; background-color:white\">None</td></tr><tr><td><strong>hatch</strong></td><td style=\"color:black; background-color:white\">None</td></tr></table>"
      ],
      "text/plain": [
       "Decor({'_colour': '#ff0000', 'lw': 1.0, 'ls': '-', 'xlim': '0,200', 'xscale': 'linear', 'curve': Component({'mnemonic': 'gr'}), 'width': None, 'hatch': None})"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "curve_legend.get_decor(w.data['GR'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'GR'}, xlabel='gAPI'>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "w.data['GR'].plot(legend=curve_legend)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x864 with 7 Axes>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w.plot(tracks=tracks, legend=complete_legend, extents=(700, 1200))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2D log plot\n",
    "\n",
    "The ordinary log plot:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'GR'}, xlabel='gAPI'>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "w.data['GR'].plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "w.data['GR'].plot_2d(cmap='viridis')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 144x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "w.data['GR'].plot_2d(curve=True, cmap='viridis', lw=0.5, ec='r')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "&copy; 2022 Agile Scientific, CC BY"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "welly",
   "language": "python",
   "name": "welly"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
